Goodie vs Scrunch AI in 2026: Closed-Loop AEO vs Category Citation Intelligence
Twelve-model closed-loop AEO from $399/month, or category-level citation intelligence with a 1,000-prompt industry library from $250/month.
Goodie
Scrunch AI- Goodie tracks up to twelve AI models on Enterprise. Scrunch AI tracks 5 engines on every plan: ChatGPT, Claude, Perplexity, Gemini, and Copilot.
- Goodie Explorer starts at $399/month for three engines. Scrunch AI Starter is $250/month, Growth is $417/month, and Enterprise is custom.
- Scrunch AI ships a 1,000-prompt industry library on Starter that removes the need to build monitoring prompts from scratch. Goodie requires manual prompt configuration with 100 prompts on Explorer.
- Goodie ships AEO Content Studio, Optimization Actions, Agent Experience Suite, agentic commerce tracking, and revenue attribution. Scrunch AI is category citation intelligence and page audit focused with no execution layers.
- Scrunch AI locks Enterprise Data API to custom Enterprise contracts. Goodie ships an MCP server on every plan but locks REST API access to Enterprise.
- How does Goodie compare to Scrunch AI on revenue attribution? Goodie ties AI citations to Google Analytics conversions; Scrunch AI focuses on category citations and page audits without revenue proof.
Choosing between Goodie and Scrunch AI is really a question about which AI visibility question you want answered first. Goodie is a closed-loop AEO platform with twelve-model monitoring, optimization actions, agentic commerce visibility, crawler log analysis, AEO content generation, and revenue attribution tied to Google Analytics. Scrunch AI asks a different question: rather than tracking where your brand appears, it maps which prompts are driving citations across your entire category using a 1,000-prompt industry library on the Starter plan. Both platforms serve Generative Engine Optimization (GEO) programmes, but the framing is fundamentally different. Goodie is brand-first monitoring with execution layers; Scrunch AI is category-first citation intelligence with persona-based analysis and page audits. The right pick depends on whether your programme needs enterprise brand monitoring with full execution under one roof, or category citation intelligence to inform content strategy before brand tracking.
The tools at a glance
Goodie
End-to-end AEO platform covering 12 AI models with agentic commerce and revenue attribution
Goodie is the most complete AEO platform available, covering the full workflow: prompt research, monitoring across twelve AI models, a prioritized optimization actions playbook, agentic commerce visibility, crawler behavior analysis, AEO content generation, and revenue attribution connected to Google Analytics. The Explorer tier starts at $399/month for three engines and 100 prompts, with Pro and Enterprise requiring a demo call. Full twelve-model coverage is available only on Enterprise.
The closed-loop system is the platform's core differentiator. Beyond visibility data, Goodie delivers a prioritized list of optimization actions across owned and earned assets, an Agent Experience Suite that shows how AI crawlers actually traverse your site, an Agentic Commerce Suite for AI shopping surfaces, and a Content Studio that generates AEO-optimized content. For enterprise brands treating AI search as a serious channel with budget to prove ROI, this is the deepest tool in the category.
The accessibility trade-off is real. The Explorer tier is $399/month for just three engines, the Pro and Enterprise tiers require a sales conversation, the API is locked to Enterprise, and multi-brand tracking is Enterprise-only. Goodie also ships an MCP server on all plans including Explorer, which is useful for developer-led teams who want to pull visibility data into AI coding environments. For smaller budgets or solo consultants, the price curve cuts you off early.
| Feature | Explorer $399/mo | Pro Contact sales | Enterprise Contact sales |
|---|---|---|---|
| AI engines tracked | 3 | 6 | Up to 12 |
| Prompts per month | 100 | 250 | 500+ |
| Optimization actions/mo | 10 | 30 | 60+ |
| MCP server access | ✓ | ✓ | ✓ |
| Agentic commerce visibility | ✗ | ✓ | ✓ |
| Agent Experience Suite (crawler logs) | ✗ | ✓ | ✓ |
| AEO Content Studio | ✗ | ✓ | ✓ |
| Revenue attribution | GA integration | Full | Custom |
| API and data export | ✗ | ✗ | ✓ |
| Multi-brand tracking | ✗ | ✗ | ✓ |
Scrunch AI
Category-level AI citation intelligence for content strategy
Scrunch AI asks a different question from other AI visibility tools. Rather than tracking where your brand appears, it maps what prompts are driving citations across your entire category. This category-first framing makes it the most useful starting point for content strategy, but the $250/month entry price and enterprise-only API limit who can practically use it.
The platform includes a library of 1,000 industry prompts on the Starter plan, which removes the need to build a monitoring question set from scratch. These prompts are drawn from real AI query patterns in your category, and the citation data they generate shows you what is actually working in AI answers before you invest in brand-level tracking.
Scrunch AI is priced for teams with budget: $250/month for Starter is the highest entry point of any tool in this comparison. The data is strong; the limitation is getting it out of the platform on a standard plan, where there is no API and no white-label delivery.
| Feature | Starter $250/mo | Growth $417/mo | Enterprise Custom |
|---|---|---|---|
| User licenses | 3 | 5 | Custom |
| Custom prompts | 350 | 700 | Custom |
| Industry prompts | 1,000 | 2,500 | Custom |
| Personas | 3 | 5 | Custom |
| Page audits | 5 | 10 | Custom |
| Enterprise Data API | ✗ | ✗ | ✓ |
| SAML / OIDC security | ✗ | ✗ | ✓ |
| Dedicated GTM team | ✗ | ✗ | ✓ |
Head-to-head feature comparison
| Feature | Goodie | Scrunch AI |
|---|---|---|
| AI engines tracked | Up to 12: ChatGPT, Gemini, Claude, Perplexity, Copilot, Meta AI, Grok, AI Overviews, AI Mode, DeepSeek, Amazon Rufus, Sparky | 5: ChatGPT, Claude, Perplexity, Gemini, Copilot |
| Competitive share-of-voice | Yes | Yes |
| Prompt-level citation data | Yes | Yes |
| Answer / content gap analysis | Yes (Optimization Actions) | Yes (Persona Analysis) |
| Category intelligence | Yes (Prompt Research) | Yes (Category Citation Map) |
| AEO content generation | Yes (Content Studio) | No |
| Crawler / AI bot log access | Yes (Agent Experience Suite) | No |
| Page content audits | Yes | Yes (Page audits) |
| API access | Enterprise only | Enterprise only |
| Looker Studio / BI connector | No (MCP server all plans) | No |
| White-label delivery | No | No |
| Pay-per-prompt pricing | No | No |
| Agency multi-brand support | Enterprise only | No |
| Starting price | $399/mo | $250/mo |
Considering AI Peekaboo alongside Goodie and Scrunch AI?
Both Goodie and Scrunch AI lock API access to enterprise contracts and offer no white-label delivery on standard plans, with starting prices of $250 and $399 per month. AI Peekaboo is an AI visibility platform with white-label reports and a read/write API on every plan from $50/month. Self-serve signup with no demo call, multi-brand agency support, pay-per-prompt pricing, and a Looker Studio connector on every tier for SEO agencies.
Read the AI Peekaboo review →Which should you choose?
GoodieScrunch AIGoodieScrunch AIGoodieGoodieScrunch AIThe cleanest way to think about these two tools is by their underlying framing. Goodie is built for brand-first monitoring with execution layers: prompt research, twelve-model tracking, Optimization Actions, agentic commerce, crawler logs, AEO content generation, and Google Analytics revenue attribution. Scrunch AI is built for category-first citation intelligence: a 1,000-prompt industry library, persona-based analysis, and page audits that show what is working across AI answers before you invest in brand tracking. Both serve Generative Engine Optimization (GEO) programmes, but the question each tool answers is different. Choosing between them is mostly a question of whether you want brand monitoring with execution, or category citation intelligence to inform strategy.
Bottom line
If you are an enterprise brand with a meaningful AEO budget who needs the widest model coverage, agentic commerce visibility, AEO content generation, crawler logs, and revenue attribution proof, Goodie is the most defensible choice in the category. If you are a content strategist or SEO lead who wants category-level citation intelligence with a 1,000-prompt industry library and persona-based analysis from $250/month, Scrunch AI delivers focused strategic value. The defining question is whether you need brand monitoring with execution layers or category citation intelligence to inform content strategy.
Frequently asked questions
How does Goodie compare to Scrunch AI on AI visibility tool comparison depth?
Goodie has the deeper execution layer: twelve-model coverage, AEO Content Studio, Optimization Actions, Agent Experience Suite, agentic commerce tracking, and Google Analytics revenue attribution. Scrunch AI focuses on category citation intelligence: a 1,000-prompt industry library on Starter, persona-based analysis, page audits, and competitive share-of-voice. For full-stack Generative Engine Optimization (GEO) execution, Goodie is the more complete answer. For category citation intelligence to inform content strategy, Scrunch AI is the more focused option.
How much does Goodie cost compared to Scrunch AI?
Goodie Explorer starts at $399/month for three engines and 100 prompts. Pro and Enterprise pricing requires a demo call. Scrunch AI Starter is $250/month with 1,000 industry prompts and 350 custom prompts, Growth is $417/month, and Enterprise is custom. At the entry tier, Scrunch AI is cheaper but covers only five engines without execution layers.
Which tool is better for content strategy work?
Scrunch AI is purpose-built for content strategy. Its category citation map shows which prompts are driving AI citations across your entire niche, so you can build toward what is already working rather than guessing. The 1,000-prompt industry library removes the need to build monitoring from scratch. Goodie approaches content strategy through its Optimization Actions and Content Studio on higher tiers. For teams prioritizing Generative Engine Optimization (GEO) content strategy first, Scrunch AI is the more focused choice.
Does Scrunch AI offer revenue attribution?
No. Scrunch AI focuses on category citations, persona-based analysis, and page audits. It does not connect AI citations to Google Analytics conversions or revenue. Goodie ships revenue attribution tied to Google Analytics on Explorer, full attribution on Pro, and custom revenue modeling on Enterprise. For programmes that need to defend AI visibility spend internally with revenue proof, Goodie is the only option of the two.
Can agencies use Scrunch AI for multi-client delivery?
Scrunch AI is not designed for agency multi-client management. There is no white-label delivery, no guest client access, and no multi-brand workflow. Goodie restricts multi-brand tracking to Enterprise. AI Peekaboo is the better fit for agency workflows needing white-label client delivery from $50/month.
Why does Scrunch AI cost more than other tools in this category?
The $250/month Starter price reflects the cost of running 1,000 industry prompts across multiple AI engines per billing cycle. The prompt library approach requires significantly more API calls than a basic brand monitoring setup. You are paying for breadth of category coverage, not just brand tracking. Goodie Explorer at $399/month similarly reflects execution layer costs including Optimization Actions and Google Analytics revenue attribution.